diff --git a/src/spatialdata/_core/operations/rasterize_bins.py b/src/spatialdata/_core/operations/rasterize_bins.py
index f3ff32fbf..5277f5d78 100644
--- a/src/spatialdata/_core/operations/rasterize_bins.py
+++ b/src/spatialdata/_core/operations/rasterize_bins.py
@@ -56,7 +56,7 @@ def rasterize_bins(
         The key(s) (obs columns/var names) in the table that will be used to rasterize the bins.
         If `None`, all the var names will be used, and the returned object will be lazily constructed.
         Ignored if `return_region_as_labels` is `True`.
-    return_regions_as_labels
+    return_region_as_labels
         If `False` this function returns a `xarray.DataArray` of shape `(c, y, x)` with dimension
         of `c` equal to the number of key(s) specified in `value_key`, or the number of var names
         in `table_name` if `value_key` is `None`.  If `True`, will return labels of shape `(y, x)`,
@@ -280,7 +280,7 @@ def rasterize_bins_link_table_to_labels(sdata: SpatialData, table_name: str, ras
     Change the annotation target of the table to the rasterized labels.
 
     This function should be called after having rasterized the bins (calling `rasterize_bins()` with
-    `return_regions_as_labels=True`) and after having added the rasterized labels to the spatial data object.
+    `return_region_as_labels=True`) and after having added the rasterized labels to the spatial data object.
 
     Parameters
     ----------
diff --git a/src/spatialdata/_core/spatialdata.py b/src/spatialdata/_core/spatialdata.py
index 89f4a4920..8be3c2682 100644
--- a/src/spatialdata/_core/spatialdata.py
+++ b/src/spatialdata/_core/spatialdata.py
@@ -2427,8 +2427,8 @@ def subset(
         ----------
         element_names
             The names of the element_names to subset. If the element_name is the name of a table, this table would be
-            completely included in the subset even if filter_table is True.
-        filter_table
+            completely included in the subset even if `filter_tables` is True.
+        filter_tables
             If True (default), the table is filtered to only contain rows that are annotating regions
             contained within the element_names.
         include_orphan_tables
diff --git a/src/spatialdata/models/_utils.py b/src/spatialdata/models/_utils.py
index 1ffe50a49..972e2d9be 100644
--- a/src/spatialdata/models/_utils.py
+++ b/src/spatialdata/models/_utils.py
@@ -92,7 +92,7 @@ def validate_axes(axes: tuple[ValidAxis_t, ...]) -> None:
 
     Parameters
     ----------
-    axis
+    axes
         The names of the axes
 
     Raises